Case Study: How a 7-Agent Agency Increased Output 3x with AI

The Agency

A 7-agent independent P&C agency writing primarily personal lines (auto, home) with a growing commercial book. The agency had been operating the same core workflow for 8 years — experienced team, strong relationships, but squeezed margins and a growing sense that technology had passed them by.

The Challenge

Their quoting process required manual data re-entry across 6 carrier portals for each new quote request. Renewals were tracked in a spreadsheet. Inbound call volume was growing faster than headcount. Two senior agents were considering reducing hours.

What Changed

The agency implemented three integrated AI capabilities in week one:

• Unified quoting: Single data entry, parallel carrier requests, side-by-side results
• Automated renewal pipeline: 90-day automated detection, risk scoring, and re-quoting
• AI voice agent: Handling routine inbound calls during business hours and 24/7 after hours

Results at 90 Days

Quotes produced per agent per day increased from an average of 6 to 17. The renewal retention rate moved from 81% to 93%. Inbound call volume handled without agent intervention: 52%. Both senior agents who had considered reducing hours chose to stay full-time. The agency onboarded 4 new commercial accounts in the same quarter using capacity freed by automation.

"It felt like we added three people without adding anyone. I thought I was running an efficient operation. I wasn't — I was running a manual one."